Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004202

The MH-36 locality cells most similar to this Amravati cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680006341

distance 0.16

#2 · Amravaticell 4680006481

distance 0.168

#3 · Yavatmalcell 5000010690

distance 0.171 · cross-district

#4 · Amravaticell 4680005175

distance 0.173

#5 · Amravaticell 4680002914

distance 0.187

#6 · Wardhacell 4980003365

distance 0.195 · cross-district

#7 · Amravaticell 4680002102

distance 0.195

#8 · Amravaticell 4680006061

distance 0.199

#9 · Yavatmalcell 5000010679

distance 0.2 · cross-district

#10 · Jalgaoncell 4780001837

distance 0.201 · cross-district

#11 · Yavatmalcell 5000010770

distance 0.203 · cross-district

#12 · Amravaticell 4680007383

distance 0.204

#13 · Amravaticell 4680003911

distance 0.206

#14 · Wardhacell 4980004691

distance 0.206 · cross-district

#15 · Amravaticell 4680001650

distance 0.208

#16 · Amravaticell 4680002616

distance 0.208

#17 · Amravaticell 4680003512

distance 0.21

#18 · Amravaticell 4680003814

distance 0.211

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":468,"cluster_id":4680004202}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.